Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 1440 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 258.8 KiB |
| Average record size in memory | 184.0 B |
Variable types
| Numeric | 17 |
|---|---|
| DateTime | 1 |
| Categorical | 4 |
id is highly overall correlated with fuel_type_electric and 2 other fields | High correlation |
fuel_type_petrol is highly overall correlated with fuel_type_diesel and 10 other fields | High correlation |
fuel_type_diesel is highly overall correlated with fuel_type_petrol and 10 other fields | High correlation |
fuel_type_electric is highly overall correlated with id and 3 other fields | High correlation |
fuel_type_others is highly overall correlated with fuel_type_electric and 5 other fields | High correlation |
vehicleClass_MotorCycle is highly overall correlated with fuel_type_petrol and 10 other fields | High correlation |
vehicleClass_MotorCar is highly overall correlated with fuel_type_petrol and 12 other fields | High correlation |
vehicleClass_others is highly overall correlated with fuel_type_petrol and 10 other fields | High correlation |
seatCapacity_1_to_3 is highly overall correlated with fuel_type_petrol and 10 other fields | High correlation |
seatCapacity_4_to_6 is highly overall correlated with fuel_type_petrol and 11 other fields | High correlation |
seatCapacity_above_6 is highly overall correlated with fuel_type_petrol and 11 other fields | High correlation |
brand_new_vehicles is highly overall correlated with fuel_type_petrol and 10 other fields | High correlation |
pre_owned_vehicles is highly overall correlated with fuel_type_petrol and 12 other fields | High correlation |
category_non_transport is highly overall correlated with fuel_type_petrol and 10 other fields | High correlation |
category_transport is highly overall correlated with fuel_type_petrol and 11 other fields | High correlation |
mmm is highly overall correlated with quarter | High correlation |
quarter is highly overall correlated with id and 1 other fields | High correlation |
fiscal_year is highly overall correlated with id | High correlation |
id is uniformly distributed | Uniform |
district is uniformly distributed | Uniform |
mmm is uniformly distributed | Uniform |
quarter is uniformly distributed | Uniform |
fiscal_year is uniformly distributed | Uniform |
id has unique values | Unique |
fuel_type_electric has 344 (23.9%) zeros | Zeros |
fuel_type_others has 330 (22.9%) zeros | Zeros |
vehicleClass_MotorCar has 27 (1.9%) zeros | Zeros |
vehicleClass_AutoRickshaw has 94 (6.5%) zeros | Zeros |
vehicleClass_Agriculture has 25 (1.7%) zeros | Zeros |
seatCapacity_4_to_6 has 25 (1.7%) zeros | Zeros |
seatCapacity_above_6 has 28 (1.9%) zeros | Zeros |
pre_owned_vehicles has 24 (1.7%) zeros | Zeros |
Reproduction
| Analysis started | 2023-09-16 01:21:48.229983 |
|---|---|
| Analysis finished | 2023-09-16 01:22:39.493829 |
| Duration | 51.26 seconds |
| Software version | ydata-profiling vv4.2.0 |
| Download configuration | config.json |
id
Real number (ℝ)
HIGH CORRELATION  UNIFORM  UNIQUE 
| Distinct | 1440 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 720.5 |
| Minimum | 1 |
|---|---|
| Maximum | 1440 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 72.95 |
| Q1 | 360.75 |
| median | 720.5 |
| Q3 | 1080.25 |
| 95-th percentile | 1368.05 |
| Maximum | 1440 |
| Range | 1439 |
| Interquartile range (IQR) | 719.5 |
Descriptive statistics
| Standard deviation | 415.83651 |
|---|---|
| Coefficient of variation (CV) | 0.5771499 |
| Kurtosis | -1.2 |
| Mean | 720.5 |
| Median Absolute Deviation (MAD) | 360 |
| Skewness | 0 |
| Sum | 1037520 |
| Variance | 172920 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 968 | 1 | 0.1% |
| 966 | 1 | 0.1% |
| 965 | 1 | 0.1% |
| 964 | 1 | 0.1% |
| 963 | 1 | 0.1% |
| 962 | 1 | 0.1% |
| 961 | 1 | 0.1% |
| 960 | 1 | 0.1% |
| 959 | 1 | 0.1% |
| Other values (1430) | 1430 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 1440 | 1 | |
| 1439 | 1 | |
| 1438 | 1 | |
| 1437 | 1 | |
| 1436 | 1 | |
| 1435 | 1 | |
| 1434 | 1 | |
| 1433 | 1 | |
| 1432 | 1 | |
| 1431 | 1 |
month
Date
| Distinct | 48 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.5 KiB |
| Minimum | 2019-04-01 00:00:00 |
|---|---|
| Maximum | 2023-03-01 00:00:00 |
fuel_type_petrol
Real number (ℝ)
| Distinct | 1251 |
|---|---|
| Distinct (%) | 86.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3835.6007 |
| Minimum | 0 |
|---|---|
| Maximum | 39689 |
| Zeros | 10 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 643.05 |
| Q1 | 1346.25 |
| median | 2067.5 |
| Q3 | 3412 |
| 95-th percentile | 18272.45 |
| Maximum | 39689 |
| Range | 39689 |
| Interquartile range (IQR) | 2065.75 |
Descriptive statistics
| Standard deviation | 5245.7898 |
|---|---|
| Coefficient of variation (CV) | 1.367658 |
| Kurtosis | 8.019446 |
| Mean | 3835.6007 |
| Median Absolute Deviation (MAD) | 918 |
| Skewness | 2.8652969 |
| Sum | 5523265 |
| Variance | 27518311 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10 | 0.7% |
| 4 | 5 | 0.3% |
| 1260 | 4 | 0.3% |
| 1668 | 3 | 0.2% |
| 452 | 3 | 0.2% |
| 1772 | 3 | 0.2% |
| 2267 | 3 | 0.2% |
| 1196 | 3 | 0.2% |
| 1137 | 3 | 0.2% |
| 1021 | 3 | 0.2% |
| Other values (1241) | 1400 |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 2 | 2 | 0.1% |
| 3 | 1 | 0.1% |
| 4 | 5 | |
| 6 | 2 | 0.1% |
| 8 | 2 | 0.1% |
| 12 | 1 | 0.1% |
| 14 | 1 | 0.1% |
| 20 | 1 | 0.1% |
| 31 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 39689 | 1 | |
| 32104 | 1 | |
| 31646 | 1 | |
| 28578 | 1 | |
| 26996 | 1 | |
| 26643 | 1 | |
| 26435 | 1 | |
| 26280 | 1 | |
| 26093 | 1 | |
| 25950 | 1 |
fuel_type_diesel
Real number (ℝ)
| Distinct | 850 |
|---|---|
| Distinct (%) | 59.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 659.29444 |
| Minimum | 0 |
|---|---|
| Maximum | 5270 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 132.9 |
| Q1 | 261.75 |
| median | 445.5 |
| Q3 | 744 |
| 95-th percentile | 2234.1 |
| Maximum | 5270 |
| Range | 5270 |
| Interquartile range (IQR) | 482.25 |
Descriptive statistics
| Standard deviation | 684.8239 |
|---|---|
| Coefficient of variation (CV) | 1.0387224 |
| Kurtosis | 8.4759592 |
| Mean | 659.29444 |
| Median Absolute Deviation (MAD) | 208.5 |
| Skewness | 2.6851802 |
| Sum | 949384 |
| Variance | 468983.78 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 280 | 7 | 0.5% |
| 155 | 6 | 0.4% |
| 268 | 5 | 0.3% |
| 518 | 5 | 0.3% |
| 253 | 5 | 0.3% |
| 549 | 5 | 0.3% |
| 190 | 5 | 0.3% |
| 163 | 5 | 0.3% |
| 121 | 5 | 0.3% |
| 249 | 5 | 0.3% |
| Other values (840) | 1387 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 6 | 1 | |
| 15 | 2 | |
| 19 | 1 | |
| 25 | 1 | |
| 30 | 2 | |
| 32 | 1 | |
| 34 | 1 | |
| 35 | 2 | |
| 36 | 2 |
| Value | Count | Frequency (%) |
| 5270 | 1 | |
| 4665 | 1 | |
| 4576 | 1 | |
| 4336 | 1 | |
| 4130 | 1 | |
| 4059 | 1 | |
| 3961 | 1 | |
| 3842 | 1 | |
| 3728 | 1 | |
| 3695 | 1 |
fuel_type_electric
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 221 |
|---|---|
| Distinct (%) | 15.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.985417 |
| Minimum | 0 |
|---|---|
| Maximum | 2782 |
| Zeros | 344 |
| Zeros (%) | 23.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 8 |
| Q3 | 35 |
| 95-th percentile | 303.1 |
| Maximum | 2782 |
| Range | 2782 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 247.5996 |
|---|---|
| Coefficient of variation (CV) | 3.43958 |
| Kurtosis | 42.403048 |
| Mean | 71.985417 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 5.9992088 |
| Sum | 103659 |
| Variance | 61305.561 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 344 | |
| 2 | 159 | 11.0% |
| 4 | 85 | 5.9% |
| 6 | 65 | 4.5% |
| 8 | 44 | 3.1% |
| 12 | 26 | 1.8% |
| 10 | 24 | 1.7% |
| 16 | 21 | 1.5% |
| 14 | 18 | 1.2% |
| 20 | 18 | 1.2% |
| Other values (211) | 636 |
| Value | Count | Frequency (%) |
| 0 | 344 | |
| 1 | 12 | 0.8% |
| 2 | 159 | |
| 3 | 11 | 0.8% |
| 4 | 85 | 5.9% |
| 5 | 11 | 0.8% |
| 6 | 65 | 4.5% |
| 7 | 16 | 1.1% |
| 8 | 44 | 3.1% |
| 9 | 12 | 0.8% |
| Value | Count | Frequency (%) |
| 2782 | 1 | |
| 2606 | 1 | |
| 2304 | 1 | |
| 2237 | 1 | |
| 2144 | 1 | |
| 2003 | 1 | |
| 1628 | 1 | |
| 1605 | 1 | |
| 1599 | 1 | |
| 1582 | 1 |
fuel_type_others
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 243 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.13125 |
| Minimum | 0 |
|---|---|
| Maximum | 2326 |
| Zeros | 330 |
| Zeros (%) | 22.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 6 |
| Q3 | 34 |
| 95-th percentile | 252.05 |
| Maximum | 2326 |
| Range | 2326 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 204.99126 |
|---|---|
| Coefficient of variation (CV) | 3.2993262 |
| Kurtosis | 49.316748 |
| Mean | 62.13125 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 6.5038766 |
| Sum | 89469 |
| Variance | 42021.418 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 330 | |
| 2 | 177 | 12.3% |
| 4 | 100 | 6.9% |
| 6 | 67 | 4.7% |
| 8 | 47 | 3.3% |
| 10 | 43 | 3.0% |
| 12 | 23 | 1.6% |
| 14 | 22 | 1.5% |
| 5 | 21 | 1.5% |
| 16 | 20 | 1.4% |
| Other values (233) | 590 |
| Value | Count | Frequency (%) |
| 0 | 330 | |
| 1 | 20 | 1.4% |
| 2 | 177 | |
| 3 | 15 | 1.0% |
| 4 | 100 | 6.9% |
| 5 | 21 | 1.5% |
| 6 | 67 | 4.7% |
| 7 | 14 | 1.0% |
| 8 | 47 | 3.3% |
| 9 | 16 | 1.1% |
| Value | Count | Frequency (%) |
| 2326 | 1 | |
| 2086 | 1 | |
| 2042 | 1 | |
| 1848 | 1 | |
| 1755 | 1 | |
| 1696 | 1 | |
| 1652 | 1 | |
| 1636 | 1 | |
| 1547 | 1 | |
| 1540 | 1 |
vehicleClass_MotorCycle
Real number (ℝ)
| Distinct | 1203 |
|---|---|
| Distinct (%) | 83.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3340.2688 |
| Minimum | 0 |
|---|---|
| Maximum | 35420 |
| Zeros | 10 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 540.45 |
| Q1 | 1229.75 |
| median | 1887 |
| Q3 | 3149.25 |
| 95-th percentile | 15030.55 |
| Maximum | 35420 |
| Range | 35420 |
| Interquartile range (IQR) | 1919.5 |
Descriptive statistics
| Standard deviation | 4349.4062 |
|---|---|
| Coefficient of variation (CV) | 1.3021126 |
| Kurtosis | 9.240943 |
| Mean | 3340.2688 |
| Median Absolute Deviation (MAD) | 822 |
| Skewness | 2.9655482 |
| Sum | 4809987 |
| Variance | 18917334 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10 | 0.7% |
| 965 | 5 | 0.3% |
| 2 | 4 | 0.3% |
| 1223 | 4 | 0.3% |
| 1707 | 4 | 0.3% |
| 2632 | 4 | 0.3% |
| 1532 | 4 | 0.3% |
| 2308 | 3 | 0.2% |
| 1103 | 3 | 0.2% |
| 1555 | 3 | 0.2% |
| Other values (1193) | 1396 |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 2 | 4 | 0.3% |
| 3 | 1 | 0.1% |
| 4 | 3 | 0.2% |
| 6 | 2 | 0.1% |
| 8 | 2 | 0.1% |
| 12 | 1 | 0.1% |
| 14 | 1 | 0.1% |
| 20 | 1 | 0.1% |
| 31 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 35420 | 1 | |
| 27869 | 1 | |
| 25563 | 1 | |
| 25527 | 1 | |
| 24431 | 1 | |
| 24328 | 1 | |
| 24285 | 1 | |
| 22699 | 1 | |
| 22585 | 1 | |
| 22499 | 1 |
vehicleClass_MotorCar
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 676 |
|---|---|
| Distinct (%) | 46.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 719.74306 |
| Minimum | 0 |
|---|---|
| Maximum | 8036 |
| Zeros | 27 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 48 |
| Q1 | 123 |
| median | 228.5 |
| Q3 | 432.5 |
| 95-th percentile | 4650.85 |
| Maximum | 8036 |
| Range | 8036 |
| Interquartile range (IQR) | 309.5 |
Descriptive statistics
| Standard deviation | 1455.4873 |
|---|---|
| Coefficient of variation (CV) | 2.0222318 |
| Kurtosis | 8.5822349 |
| Mean | 719.74306 |
| Median Absolute Deviation (MAD) | 126 |
| Skewness | 3.0599784 |
| Sum | 1036430 |
| Variance | 2118443.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27 | 1.9% |
| 113 | 10 | 0.7% |
| 106 | 9 | 0.6% |
| 130 | 8 | 0.6% |
| 99 | 8 | 0.6% |
| 52 | 7 | 0.5% |
| 84 | 7 | 0.5% |
| 123 | 7 | 0.5% |
| 231 | 7 | 0.5% |
| 140 | 7 | 0.5% |
| Other values (666) | 1343 |
| Value | Count | Frequency (%) |
| 0 | 27 | |
| 2 | 3 | 0.2% |
| 16 | 1 | 0.1% |
| 17 | 1 | 0.1% |
| 20 | 3 | 0.2% |
| 21 | 1 | 0.1% |
| 22 | 2 | 0.1% |
| 27 | 3 | 0.2% |
| 30 | 3 | 0.2% |
| 32 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 8036 | 1 | |
| 7811 | 1 | |
| 7780 | 1 | |
| 7696 | 1 | |
| 7617 | 1 | |
| 7607 | 1 | |
| 7492 | 1 | |
| 7447 | 1 | |
| 7383 | 1 | |
| 7359 | 1 |
vehicleClass_AutoRickshaw
Real number (ℝ)
| Distinct | 303 |
|---|---|
| Distinct (%) | 21.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.850694 |
| Minimum | 0 |
|---|---|
| Maximum | 2287 |
| Zeros | 94 |
| Zeros (%) | 6.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 16 |
| median | 36 |
| Q3 | 90 |
| 95-th percentile | 331.4 |
| Maximum | 2287 |
| Range | 2287 |
| Interquartile range (IQR) | 74 |
Descriptive statistics
| Standard deviation | 197.17876 |
|---|---|
| Coefficient of variation (CV) | 2.1009835 |
| Kurtosis | 44.843973 |
| Mean | 93.850694 |
| Median Absolute Deviation (MAD) | 28 |
| Skewness | 5.9307487 |
| Sum | 135145 |
| Variance | 38879.463 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 94 | 6.5% |
| 8 | 37 | 2.6% |
| 22 | 31 | 2.2% |
| 10 | 31 | 2.2% |
| 16 | 29 | 2.0% |
| 12 | 29 | 2.0% |
| 6 | 29 | 2.0% |
| 20 | 28 | 1.9% |
| 4 | 21 | 1.5% |
| 32 | 21 | 1.5% |
| Other values (293) | 1090 |
| Value | Count | Frequency (%) |
| 0 | 94 | |
| 1 | 8 | 0.6% |
| 2 | 18 | 1.2% |
| 3 | 3 | 0.2% |
| 4 | 21 | 1.5% |
| 5 | 5 | 0.3% |
| 6 | 29 | 2.0% |
| 7 | 10 | 0.7% |
| 8 | 37 | 2.6% |
| 9 | 9 | 0.6% |
| Value | Count | Frequency (%) |
| 2287 | 1 | |
| 2041 | 1 | |
| 2006 | 1 | |
| 1705 | 1 | |
| 1684 | 1 | |
| 1640 | 1 | |
| 1622 | 1 | |
| 1614 | 1 | |
| 1518 | 1 | |
| 1509 | 1 |
vehicleClass_Agriculture
Real number (ℝ)
| Distinct | 381 |
|---|---|
| Distinct (%) | 26.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 135.9125 |
| Minimum | 0 |
|---|---|
| Maximum | 786 |
| Zeros | 25 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6.95 |
| Q1 | 49 |
| median | 105 |
| Q3 | 189 |
| 95-th percentile | 359.3 |
| Maximum | 786 |
| Range | 786 |
| Interquartile range (IQR) | 140 |
Descriptive statistics
| Standard deviation | 118.48606 |
|---|---|
| Coefficient of variation (CV) | 0.87178194 |
| Kurtosis | 3.4806257 |
| Mean | 135.9125 |
| Median Absolute Deviation (MAD) | 65 |
| Skewness | 1.5954133 |
| Sum | 195714 |
| Variance | 14038.947 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25 | 1.7% |
| 2 | 19 | 1.3% |
| 46 | 12 | 0.8% |
| 6 | 12 | 0.8% |
| 40 | 11 | 0.8% |
| 56 | 11 | 0.8% |
| 16 | 11 | 0.8% |
| 12 | 11 | 0.8% |
| 100 | 11 | 0.8% |
| 18 | 10 | 0.7% |
| Other values (371) | 1307 |
| Value | Count | Frequency (%) |
| 0 | 25 | |
| 2 | 19 | |
| 3 | 5 | 0.3% |
| 4 | 8 | 0.6% |
| 5 | 3 | 0.2% |
| 6 | 12 | |
| 7 | 5 | 0.3% |
| 8 | 10 | 0.7% |
| 9 | 2 | 0.1% |
| 10 | 6 | 0.4% |
| Value | Count | Frequency (%) |
| 786 | 1 | |
| 760 | 1 | |
| 745 | 1 | |
| 686 | 1 | |
| 673 | 1 | |
| 654 | 1 | |
| 623 | 1 | |
| 622 | 1 | |
| 614 | 1 | |
| 599 | 1 |
vehicleClass_others
Real number (ℝ)
| Distinct | 578 |
|---|---|
| Distinct (%) | 40.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 339.32778 |
| Minimum | 0 |
|---|---|
| Maximum | 4299 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 60.95 |
| Q1 | 122 |
| median | 199 |
| Q3 | 332.25 |
| 95-th percentile | 1322.2 |
| Maximum | 4299 |
| Range | 4299 |
| Interquartile range (IQR) | 210.25 |
Descriptive statistics
| Standard deviation | 449.46776 |
|---|---|
| Coefficient of variation (CV) | 1.3245829 |
| Kurtosis | 16.86754 |
| Mean | 339.32778 |
| Median Absolute Deviation (MAD) | 95 |
| Skewness | 3.6465957 |
| Sum | 488632 |
| Variance | 202021.27 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 86 | 11 | 0.8% |
| 147 | 10 | 0.7% |
| 178 | 9 | 0.6% |
| 152 | 9 | 0.6% |
| 177 | 9 | 0.6% |
| 160 | 9 | 0.6% |
| 144 | 8 | 0.6% |
| 161 | 8 | 0.6% |
| 74 | 8 | 0.6% |
| 205 | 8 | 0.6% |
| Other values (568) | 1351 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 1 | 1 | 0.1% |
| 2 | 1 | 0.1% |
| 6 | 2 | |
| 7 | 3 | |
| 8 | 1 | 0.1% |
| 9 | 2 | |
| 10 | 1 | 0.1% |
| 12 | 4 | |
| 14 | 3 |
| Value | Count | Frequency (%) |
| 4299 | 1 | |
| 3749 | 1 | |
| 3642 | 1 | |
| 3276 | 1 | |
| 3272 | 1 | |
| 3116 | 1 | |
| 2647 | 1 | |
| 2590 | 1 | |
| 2530 | 1 | |
| 2443 | 1 |
seatCapacity_1_to_3
Real number (ℝ)
| Distinct | 1255 |
|---|---|
| Distinct (%) | 87.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3750.5167 |
| Minimum | 6 |
|---|---|
| Maximum | 36694 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 670.25 |
| Q1 | 1486.25 |
| median | 2244.5 |
| Q3 | 3635.5 |
| 95-th percentile | 16261.2 |
| Maximum | 36694 |
| Range | 36688 |
| Interquartile range (IQR) | 2149.25 |
Descriptive statistics
| Standard deviation | 4609.4072 |
|---|---|
| Coefficient of variation (CV) | 1.2290059 |
| Kurtosis | 8.6603665 |
| Mean | 3750.5167 |
| Median Absolute Deviation (MAD) | 963.5 |
| Skewness | 2.8827111 |
| Sum | 5400744 |
| Variance | 21246635 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1065 | 4 | 0.3% |
| 1318 | 4 | 0.3% |
| 3827 | 4 | 0.3% |
| 868 | 4 | 0.3% |
| 1656 | 3 | 0.2% |
| 3385 | 3 | 0.2% |
| 1789 | 3 | 0.2% |
| 1596 | 3 | 0.2% |
| 1388 | 3 | 0.2% |
| 1516 | 3 | 0.2% |
| Other values (1245) | 1406 |
| Value | Count | Frequency (%) |
| 6 | 1 | |
| 15 | 1 | |
| 18 | 1 | |
| 19 | 1 | |
| 23 | 1 | |
| 25 | 1 | |
| 32 | 2 | |
| 34 | 1 | |
| 36 | 2 | |
| 38 | 1 |
| Value | Count | Frequency (%) |
| 36694 | 1 | |
| 29579 | 1 | |
| 28023 | 1 | |
| 27197 | 1 | |
| 25359 | 1 | |
| 25250 | 1 | |
| 25215 | 1 | |
| 23539 | 1 | |
| 23524 | 1 | |
| 23513 | 1 |
seatCapacity_4_to_6
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 735 |
|---|---|
| Distinct (%) | 51.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 768.71528 |
| Minimum | 0 |
|---|---|
| Maximum | 7918 |
| Zeros | 25 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 68 |
| Q1 | 154 |
| median | 273 |
| Q3 | 543.5 |
| 95-th percentile | 4706.25 |
| Maximum | 7918 |
| Range | 7918 |
| Interquartile range (IQR) | 389.5 |
Descriptive statistics
| Standard deviation | 1413.9333 |
|---|---|
| Coefficient of variation (CV) | 1.8393459 |
| Kurtosis | 7.9570332 |
| Mean | 768.71528 |
| Median Absolute Deviation (MAD) | 145 |
| Skewness | 2.9600651 |
| Sum | 1106950 |
| Variance | 1999207.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25 | 1.7% |
| 145 | 12 | 0.8% |
| 179 | 9 | 0.6% |
| 204 | 9 | 0.6% |
| 116 | 9 | 0.6% |
| 144 | 8 | 0.6% |
| 142 | 8 | 0.6% |
| 245 | 7 | 0.5% |
| 220 | 7 | 0.5% |
| 114 | 7 | 0.5% |
| Other values (725) | 1339 |
| Value | Count | Frequency (%) |
| 0 | 25 | |
| 1 | 1 | 0.1% |
| 2 | 4 | 0.3% |
| 21 | 1 | 0.1% |
| 26 | 3 | 0.2% |
| 28 | 1 | 0.1% |
| 30 | 2 | 0.1% |
| 33 | 1 | 0.1% |
| 42 | 1 | 0.1% |
| 43 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 7918 | 1 | |
| 7568 | 1 | |
| 7496 | 1 | |
| 7434 | 1 | |
| 7325 | 1 | |
| 7201 | 1 | |
| 7158 | 1 | |
| 7139 | 1 | |
| 7032 | 1 | |
| 6983 | 1 |
seatCapacity_above_6
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 290 |
|---|---|
| Distinct (%) | 20.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 108.19028 |
| Minimum | 0 |
|---|---|
| Maximum | 1337 |
| Zeros | 28 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 20 |
| median | 38 |
| Q3 | 75.25 |
| 95-th percentile | 682.1 |
| Maximum | 1337 |
| Range | 1337 |
| Interquartile range (IQR) | 55.25 |
Descriptive statistics
| Standard deviation | 209.77188 |
|---|---|
| Coefficient of variation (CV) | 1.9389162 |
| Kurtosis | 9.8343478 |
| Mean | 108.19028 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 3.1828708 |
| Sum | 155794 |
| Variance | 44004.242 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 37 | 2.6% |
| 18 | 33 | 2.3% |
| 22 | 32 | 2.2% |
| 14 | 32 | 2.2% |
| 8 | 30 | 2.1% |
| 0 | 28 | 1.9% |
| 32 | 27 | 1.9% |
| 24 | 26 | 1.8% |
| 16 | 24 | 1.7% |
| 11 | 24 | 1.7% |
| Other values (280) | 1147 |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 1 | 2 | 0.1% |
| 2 | 6 | 0.4% |
| 3 | 3 | 0.2% |
| 4 | 8 | 0.6% |
| 5 | 8 | 0.6% |
| 6 | 16 | |
| 7 | 9 | 0.6% |
| 8 | 30 | |
| 9 | 12 | 0.8% |
| Value | Count | Frequency (%) |
| 1337 | 1 | |
| 1237 | 1 | |
| 1232 | 1 | |
| 1221 | 1 | |
| 1220 | 1 | |
| 1217 | 1 | |
| 1120 | 1 | |
| 1111 | 1 | |
| 1093 | 1 | |
| 1085 | 1 |
brand_new_vehicles
Real number (ℝ)
| Distinct | 1276 |
|---|---|
| Distinct (%) | 88.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4317.7785 |
| Minimum | 6 |
|---|---|
| Maximum | 42073 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 762.8 |
| Q1 | 1629.75 |
| median | 2457 |
| Q3 | 4095.25 |
| 95-th percentile | 19700.2 |
| Maximum | 42073 |
| Range | 42067 |
| Interquartile range (IQR) | 2465.5 |
Descriptive statistics
| Standard deviation | 5531.4115 |
|---|---|
| Coefficient of variation (CV) | 1.2810781 |
| Kurtosis | 8.0067854 |
| Mean | 4317.7785 |
| Median Absolute Deviation (MAD) | 1072 |
| Skewness | 2.8330494 |
| Sum | 6217601 |
| Variance | 30596514 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1481 | 4 | 0.3% |
| 2903 | 4 | 0.3% |
| 1992 | 3 | 0.2% |
| 2217 | 3 | 0.2% |
| 2545 | 3 | 0.2% |
| 2581 | 3 | 0.2% |
| 3230 | 3 | 0.2% |
| 1194 | 3 | 0.2% |
| 3276 | 3 | 0.2% |
| 2361 | 3 | 0.2% |
| Other values (1266) | 1408 |
| Value | Count | Frequency (%) |
| 6 | 1 | |
| 15 | 1 | |
| 18 | 1 | |
| 19 | 1 | |
| 23 | 1 | |
| 25 | 1 | |
| 30 | 1 | |
| 34 | 2 | |
| 36 | 2 | |
| 38 | 1 |
| Value | Count | Frequency (%) |
| 42073 | 1 | |
| 35033 | 1 | |
| 33786 | 1 | |
| 31319 | 1 | |
| 29401 | 1 | |
| 29328 | 1 | |
| 28828 | 1 | |
| 27738 | 1 | |
| 27121 | 1 | |
| 26560 | 1 |
pre_owned_vehicles
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 428 |
|---|---|
| Distinct (%) | 29.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 311.34306 |
| Minimum | 0 |
|---|---|
| Maximum | 4450 |
| Zeros | 24 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 57 |
| median | 101 |
| Q3 | 167 |
| 95-th percentile | 2097.15 |
| Maximum | 4450 |
| Range | 4450 |
| Interquartile range (IQR) | 110 |
Descriptive statistics
| Standard deviation | 648.26039 |
|---|---|
| Coefficient of variation (CV) | 2.0821418 |
| Kurtosis | 9.7209792 |
| Mean | 311.34306 |
| Median Absolute Deviation (MAD) | 49 |
| Skewness | 3.1739966 |
| Sum | 448334 |
| Variance | 420241.53 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 24 | 1.7% |
| 52 | 17 | 1.2% |
| 88 | 17 | 1.2% |
| 66 | 16 | 1.1% |
| 46 | 15 | 1.0% |
| 57 | 15 | 1.0% |
| 58 | 14 | 1.0% |
| 72 | 14 | 1.0% |
| 38 | 14 | 1.0% |
| 49 | 14 | 1.0% |
| Other values (418) | 1280 |
| Value | Count | Frequency (%) |
| 0 | 24 | |
| 2 | 5 | 0.3% |
| 4 | 2 | 0.1% |
| 8 | 1 | 0.1% |
| 10 | 2 | 0.1% |
| 12 | 3 | 0.2% |
| 13 | 1 | 0.1% |
| 14 | 2 | 0.1% |
| 15 | 4 | 0.3% |
| 16 | 3 | 0.2% |
| Value | Count | Frequency (%) |
| 4450 | 1 | |
| 4193 | 1 | |
| 3912 | 1 | |
| 3750 | 1 | |
| 3726 | 1 | |
| 3701 | 1 | |
| 3593 | 1 | |
| 3404 | 1 | |
| 3320 | 1 | |
| 3265 | 1 |
category_non_transport
Real number (ℝ)
| Distinct | 1243 |
|---|---|
| Distinct (%) | 86.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4213.1049 |
| Minimum | 6 |
|---|---|
| Maximum | 42074 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 700.25 |
| Q1 | 1497 |
| median | 2295 |
| Q3 | 3783.25 |
| 95-th percentile | 20101.75 |
| Maximum | 42074 |
| Range | 42068 |
| Interquartile range (IQR) | 2286.25 |
Descriptive statistics
| Standard deviation | 5693.8004 |
|---|---|
| Coefficient of variation (CV) | 1.35145 |
| Kurtosis | 7.7181745 |
| Mean | 4213.1049 |
| Median Absolute Deviation (MAD) | 1004 |
| Skewness | 2.8321689 |
| Sum | 6066871 |
| Variance | 32419363 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1746 | 4 | 0.3% |
| 1167 | 4 | 0.3% |
| 1043 | 4 | 0.3% |
| 1733 | 4 | 0.3% |
| 1044 | 3 | 0.2% |
| 2005 | 3 | 0.2% |
| 1937 | 3 | 0.2% |
| 1363 | 3 | 0.2% |
| 37 | 3 | 0.2% |
| 1431 | 3 | 0.2% |
| Other values (1233) | 1406 |
| Value | Count | Frequency (%) |
| 6 | 1 | |
| 10 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 14 | 1 | |
| 16 | 1 | |
| 18 | 2 | |
| 22 | 1 | |
| 24 | 1 | |
| 27 | 1 |
| Value | Count | Frequency (%) |
| 42074 | 1 | |
| 35218 | 1 | |
| 33305 | 1 | |
| 29698 | 1 | |
| 28769 | 1 | |
| 28247 | 1 | |
| 27989 | 1 | |
| 27976 | 1 | |
| 27809 | 1 | |
| 27421 | 1 |
category_transport
Real number (ℝ)
| Distinct | 680 |
|---|---|
| Distinct (%) | 47.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 416.01667 |
| Minimum | 0 |
|---|---|
| Maximum | 4239 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 71.9 |
| Q1 | 149 |
| median | 250 |
| Q3 | 449.25 |
| 95-th percentile | 1409.5 |
| Maximum | 4239 |
| Range | 4239 |
| Interquartile range (IQR) | 300.25 |
Descriptive statistics
| Standard deviation | 525.92418 |
|---|---|
| Coefficient of variation (CV) | 1.2641902 |
| Kurtosis | 15.150698 |
| Mean | 416.01667 |
| Median Absolute Deviation (MAD) | 125 |
| Skewness | 3.5218773 |
| Sum | 599064 |
| Variance | 276596.24 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 157 | 10 | 0.7% |
| 120 | 10 | 0.7% |
| 197 | 9 | 0.6% |
| 225 | 8 | 0.6% |
| 107 | 8 | 0.6% |
| 284 | 8 | 0.6% |
| 180 | 7 | 0.5% |
| 168 | 7 | 0.5% |
| 84 | 7 | 0.5% |
| 203 | 7 | 0.5% |
| Other values (670) | 1359 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 1 | 1 | 0.1% |
| 4 | 2 | |
| 5 | 1 | 0.1% |
| 7 | 2 | |
| 8 | 2 | |
| 9 | 2 | |
| 10 | 3 | |
| 12 | 3 | |
| 13 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 4239 | 1 | |
| 3844 | 1 | |
| 3811 | 1 | |
| 3804 | 1 | |
| 3788 | 1 | |
| 3666 | 1 | |
| 3565 | 1 | |
| 3441 | 1 | |
| 3403 | 1 | |
| 3314 | 1 |
district
Categorical
| Distinct | 30 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.5 KiB |
| Rangareddy | 48 |
|---|---|
| Kamareddy | 48 |
| Rajanna Sircilla | 48 |
| Jangoan | 48 |
| Jayashankar Bhupalpally | 48 |
| Other values (25) |
Length
| Max length | 23 |
|---|---|
| Median length | 19.5 |
| Mean length | 11.2 |
| Min length | 5 |
Characters and Unicode
| Total characters | 16128 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Rangareddy |
|---|---|
| 2nd row | Kamareddy |
| 3rd row | Rajanna Sircilla |
| 4th row | Jangoan |
| 5th row | Jayashankar Bhupalpally |
Common Values
| Value | Count | Frequency (%) |
| Rangareddy | 48 | 3.3% |
| Kamareddy | 48 | 3.3% |
| Rajanna Sircilla | 48 | 3.3% |
| Jangoan | 48 | 3.3% |
| Jayashankar Bhupalpally | 48 | 3.3% |
| Mahabubnagar | 48 | 3.3% |
| Siddipet | 48 | 3.3% |
| Nagarkurnool | 48 | 3.3% |
| Nirmal | 48 | 3.3% |
| Jogulamba Gadwal | 48 | 3.3% |
| Other values (20) | 960 |
Length
| Value | Count | Frequency (%) |
| rangareddy | 48 | 2.8% |
| kamareddy | 48 | 2.8% |
| bhuvanagiri | 48 | 2.8% |
| karimnagar | 48 | 2.8% |
| hyderabad | 48 | 2.8% |
| medchal_malkajgiri | 48 | 2.8% |
| sangareddy | 48 | 2.8% |
| medak | 48 | 2.8% |
| nizamabad | 48 | 2.8% |
| wanaparthy | 48 | 2.8% |
| Other values (26) | 1248 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 3696 | |
| d | 1296 | 8.0% |
| r | 1104 | 6.8% |
| i | 912 | 5.7% |
| l | 864 | 5.4% |
| n | 720 | 4.5% |
| g | 624 | 3.9% |
| e | 624 | 3.9% |
| m | 576 | 3.6% |
| b | 576 | 3.6% |
| Other values (30) | 5136 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 14016 | |
| Uppercase Letter | 1776 | 11.0% |
| Space Separator | 288 | 1.8% |
| Connector Punctuation | 48 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 3696 | |
| d | 1296 | 9.2% |
| r | 1104 | 7.9% |
| i | 912 | 6.5% |
| l | 864 | 6.2% |
| n | 720 | 5.1% |
| g | 624 | 4.5% |
| e | 624 | 4.5% |
| m | 576 | 4.1% |
| b | 576 | 4.1% |
| Other values (14) | 3024 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 288 | |
| K | 240 | |
| J | 192 | |
| N | 192 | |
| S | 192 | |
| B | 144 | |
| W | 96 | 5.4% |
| A | 96 | 5.4% |
| R | 96 | 5.4% |
| G | 48 | 2.7% |
| Other values (4) | 192 |
Space Separator
| Value | Count | Frequency (%) |
| 288 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 48 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 15792 | |
| Common | 336 | 2.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 3696 | |
| d | 1296 | 8.2% |
| r | 1104 | 7.0% |
| i | 912 | 5.8% |
| l | 864 | 5.5% |
| n | 720 | 4.6% |
| g | 624 | 4.0% |
| e | 624 | 4.0% |
| m | 576 | 3.6% |
| b | 576 | 3.6% |
| Other values (28) | 4800 |
Common
| Value | Count | Frequency (%) |
| 288 | ||
| _ | 48 | 14.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16128 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 3696 | |
| d | 1296 | 8.0% |
| r | 1104 | 6.8% |
| i | 912 | 5.7% |
| l | 864 | 5.4% |
| n | 720 | 4.5% |
| g | 624 | 3.9% |
| e | 624 | 3.9% |
| m | 576 | 3.6% |
| b | 576 | 3.6% |
| Other values (30) | 5136 |
mmm
Categorical
HIGH CORRELATION  UNIFORM 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.5 KiB |
| Apr | |
|---|---|
| May | |
| Jun | |
| Jul | |
| Aug | |
| Other values (7) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4320 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Apr |
|---|---|
| 2nd row | Apr |
| 3rd row | Apr |
| 4th row | Apr |
| 5th row | Apr |
Common Values
| Value | Count | Frequency (%) |
| Apr | 120 | |
| May | 120 | |
| Jun | 120 | |
| Jul | 120 | |
| Aug | 120 | |
| Sep | 120 | |
| Oct | 120 | |
| Nov | 120 | |
| Dec | 120 | |
| Jan | 120 | |
| Other values (2) | 240 |
Length
| Value | Count | Frequency (%) |
| apr | 120 | |
| may | 120 | |
| jun | 120 | |
| jul | 120 | |
| aug | 120 | |
| sep | 120 | |
| oct | 120 | |
| nov | 120 | |
| dec | 120 | |
| jan | 120 | |
| Other values (2) | 240 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 360 | 8.3% |
| J | 360 | 8.3% |
| u | 360 | 8.3% |
| e | 360 | 8.3% |
| A | 240 | 5.6% |
| r | 240 | 5.6% |
| M | 240 | 5.6% |
| n | 240 | 5.6% |
| p | 240 | 5.6% |
| c | 240 | 5.6% |
| Other values (12) | 1440 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2880 | |
| Uppercase Letter | 1440 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 360 | |
| u | 360 | |
| e | 360 | |
| r | 240 | |
| n | 240 | |
| p | 240 | |
| c | 240 | |
| v | 120 | 4.2% |
| o | 120 | 4.2% |
| t | 120 | 4.2% |
| Other values (4) | 480 |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 360 | |
| A | 240 | |
| M | 240 | |
| N | 120 | 8.3% |
| F | 120 | 8.3% |
| D | 120 | 8.3% |
| S | 120 | 8.3% |
| O | 120 | 8.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4320 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 360 | 8.3% |
| J | 360 | 8.3% |
| u | 360 | 8.3% |
| e | 360 | 8.3% |
| A | 240 | 5.6% |
| r | 240 | 5.6% |
| M | 240 | 5.6% |
| n | 240 | 5.6% |
| p | 240 | 5.6% |
| c | 240 | 5.6% |
| Other values (12) | 1440 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4320 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 360 | 8.3% |
| J | 360 | 8.3% |
| u | 360 | 8.3% |
| e | 360 | 8.3% |
| A | 240 | 5.6% |
| r | 240 | 5.6% |
| M | 240 | 5.6% |
| n | 240 | 5.6% |
| p | 240 | 5.6% |
| c | 240 | 5.6% |
| Other values (12) | 1440 |
quarter
Categorical
HIGH CORRELATION  UNIFORM 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.5 KiB |
| Q1 | |
|---|---|
| Q2 | |
| Q3 | |
| Q4 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2880 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Q1 |
|---|---|
| 2nd row | Q1 |
| 3rd row | Q1 |
| 4th row | Q1 |
| 5th row | Q1 |
Common Values
| Value | Count | Frequency (%) |
| Q1 | 360 | |
| Q2 | 360 | |
| Q3 | 360 | |
| Q4 | 360 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| q1 | 360 | |
| q2 | 360 | |
| q3 | 360 | |
| q4 | 360 |
Most occurring characters
| Value | Count | Frequency (%) |
| Q | 1440 | |
| 1 | 360 | 12.5% |
| 2 | 360 | 12.5% |
| 3 | 360 | 12.5% |
| 4 | 360 | 12.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1440 | |
| Decimal Number | 1440 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 360 | |
| 2 | 360 | |
| 3 | 360 | |
| 4 | 360 |
Uppercase Letter
| Value | Count | Frequency (%) |
| Q | 1440 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1440 | |
| Common | 1440 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 360 | |
| 2 | 360 | |
| 3 | 360 | |
| 4 | 360 |
Latin
| Value | Count | Frequency (%) |
| Q | 1440 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2880 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| Q | 1440 | |
| 1 | 360 | 12.5% |
| 2 | 360 | 12.5% |
| 3 | 360 | 12.5% |
| 4 | 360 | 12.5% |
fiscal_year
Categorical
HIGH CORRELATION  UNIFORM 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.5 KiB |
| 2019 | |
|---|---|
| 2020 | |
| 2021 | |
| 2022 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 5760 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2019 |
|---|---|
| 2nd row | 2019 |
| 3rd row | 2019 |
| 4th row | 2019 |
| 5th row | 2019 |
Common Values
| Value | Count | Frequency (%) |
| 2019 | 360 | |
| 2020 | 360 | |
| 2021 | 360 | |
| 2022 | 360 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2019 | 360 | |
| 2020 | 360 | |
| 2021 | 360 | |
| 2022 | 360 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 2880 | |
| 0 | 1800 | |
| 1 | 720 | 12.5% |
| 9 | 360 | 6.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5760 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 2880 | |
| 0 | 1800 | |
| 1 | 720 | 12.5% |
| 9 | 360 | 6.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5760 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 2880 | |
| 0 | 1800 | |
| 1 | 720 | 12.5% |
| 9 | 360 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5760 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 2880 | |
| 0 | 1800 | |
| 1 | 720 | 12.5% |
| 9 | 360 | 6.2% |
| id | fuel_type_petrol | fuel_type_diesel | fuel_type_electric | fuel_type_others | vehicleClass_MotorCycle | vehicleClass_MotorCar | vehicleClass_AutoRickshaw | vehicleClass_Agriculture | vehicleClass_others | seatCapacity_1_to_3 | seatCapacity_4_to_6 | seatCapacity_above_6 | brand_new_vehicles | pre_owned_vehicles | category_non_transport | category_transport | district | mmm | quarter | fiscal_year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| id | 1.000 | -0.294 | -0.274 | 0.620 | 0.406 | -0.335 | 0.078 | -0.196 | -0.097 | -0.135 | -0.316 | -0.039 | 0.022 | -0.295 | 0.108 | -0.283 | -0.186 | 0.000 | 0.376 | 0.573 | 0.929 |
| fuel_type_petrol | -0.294 | 1.000 | 0.863 | 0.264 | 0.388 | 0.997 | 0.836 | 0.295 | 0.230 | 0.794 | 0.993 | 0.851 | 0.785 | 0.994 | 0.813 | 0.997 | 0.781 | 0.402 | 0.046 | 0.065 | 0.123 |
| fuel_type_diesel | -0.274 | 0.863 | 1.000 | 0.206 | 0.410 | 0.859 | 0.759 | 0.361 | 0.355 | 0.917 | 0.898 | 0.821 | 0.779 | 0.907 | 0.761 | 0.883 | 0.915 | 0.341 | 0.055 | 0.053 | 0.191 |
| fuel_type_electric | 0.620 | 0.264 | 0.206 | 1.000 | 0.664 | 0.233 | 0.549 | -0.011 | -0.236 | 0.288 | 0.234 | 0.482 | 0.494 | 0.261 | 0.552 | 0.271 | 0.277 | 0.214 | 0.041 | 0.052 | 0.140 |
| fuel_type_others | 0.406 | 0.388 | 0.410 | 0.664 | 1.000 | 0.358 | 0.623 | 0.272 | -0.076 | 0.471 | 0.369 | 0.633 | 0.623 | 0.405 | 0.634 | 0.399 | 0.503 | 0.249 | 0.000 | 0.036 | 0.113 |
| vehicleClass_MotorCycle | -0.335 | 0.997 | 0.859 | 0.233 | 0.358 | 1.000 | 0.799 | 0.301 | 0.223 | 0.781 | 0.994 | 0.823 | 0.759 | 0.991 | 0.786 | 0.994 | 0.773 | 0.430 | 0.032 | 0.037 | 0.136 |
| vehicleClass_MotorCar | 0.078 | 0.836 | 0.759 | 0.549 | 0.623 | 0.799 | 1.000 | 0.239 | 0.154 | 0.744 | 0.807 | 0.955 | 0.884 | 0.838 | 0.906 | 0.844 | 0.723 | 0.414 | 0.000 | 0.000 | 0.054 |
| vehicleClass_AutoRickshaw | -0.196 | 0.295 | 0.361 | -0.011 | 0.272 | 0.301 | 0.239 | 1.000 | 0.147 | 0.322 | 0.294 | 0.422 | 0.341 | 0.322 | 0.298 | 0.293 | 0.498 | 0.252 | 0.000 | 0.000 | 0.189 |
| vehicleClass_Agriculture | -0.097 | 0.230 | 0.355 | -0.236 | -0.076 | 0.223 | 0.154 | 0.147 | 1.000 | 0.199 | 0.273 | 0.113 | 0.085 | 0.262 | 0.141 | 0.267 | 0.127 | 0.249 | 0.109 | 0.068 | 0.141 |
| vehicleClass_others | -0.135 | 0.794 | 0.917 | 0.288 | 0.471 | 0.781 | 0.744 | 0.322 | 0.199 | 1.000 | 0.821 | 0.793 | 0.793 | 0.834 | 0.751 | 0.800 | 0.956 | 0.328 | 0.029 | 0.060 | 0.126 |
| seatCapacity_1_to_3 | -0.316 | 0.993 | 0.898 | 0.234 | 0.369 | 0.994 | 0.807 | 0.294 | 0.273 | 0.821 | 1.000 | 0.828 | 0.769 | 0.997 | 0.796 | 0.995 | 0.802 | 0.407 | 0.027 | 0.048 | 0.142 |
| seatCapacity_4_to_6 | -0.039 | 0.851 | 0.821 | 0.482 | 0.633 | 0.823 | 0.955 | 0.422 | 0.113 | 0.793 | 0.828 | 1.000 | 0.895 | 0.865 | 0.901 | 0.856 | 0.834 | 0.385 | 0.065 | 0.078 | 0.057 |
| seatCapacity_above_6 | 0.022 | 0.785 | 0.779 | 0.494 | 0.623 | 0.759 | 0.884 | 0.341 | 0.085 | 0.793 | 0.769 | 0.895 | 1.000 | 0.800 | 0.863 | 0.791 | 0.803 | 0.359 | 0.072 | 0.048 | 0.115 |
| brand_new_vehicles | -0.295 | 0.994 | 0.907 | 0.261 | 0.405 | 0.991 | 0.838 | 0.322 | 0.262 | 0.834 | 0.997 | 0.865 | 0.800 | 1.000 | 0.817 | 0.996 | 0.825 | 0.396 | 0.065 | 0.081 | 0.138 |
| pre_owned_vehicles | 0.108 | 0.813 | 0.761 | 0.552 | 0.634 | 0.786 | 0.906 | 0.298 | 0.141 | 0.751 | 0.796 | 0.901 | 0.863 | 0.817 | 1.000 | 0.821 | 0.748 | 0.381 | 0.024 | 0.052 | 0.098 |
| category_non_transport | -0.283 | 0.997 | 0.883 | 0.271 | 0.399 | 0.994 | 0.844 | 0.293 | 0.267 | 0.800 | 0.995 | 0.856 | 0.791 | 0.996 | 0.821 | 1.000 | 0.785 | 0.398 | 0.053 | 0.050 | 0.108 |
| category_transport | -0.186 | 0.781 | 0.915 | 0.277 | 0.503 | 0.773 | 0.723 | 0.498 | 0.127 | 0.956 | 0.802 | 0.834 | 0.803 | 0.825 | 0.748 | 0.785 | 1.000 | 0.331 | 0.032 | 0.070 | 0.182 |
| district | 0.000 | 0.402 | 0.341 | 0.214 | 0.249 | 0.430 | 0.414 | 0.252 | 0.249 | 0.328 | 0.407 | 0.385 | 0.359 | 0.396 | 0.381 | 0.398 | 0.331 | 1.000 | 0.000 | 0.000 | 0.000 |
| mmm | 0.376 | 0.046 | 0.055 | 0.041 | 0.000 | 0.032 | 0.000 | 0.000 | 0.109 | 0.029 | 0.027 | 0.065 | 0.072 | 0.065 | 0.024 | 0.053 | 0.032 | 0.000 | 1.000 | 0.997 | 0.000 |
| quarter | 0.573 | 0.065 | 0.053 | 0.052 | 0.036 | 0.037 | 0.000 | 0.000 | 0.068 | 0.060 | 0.048 | 0.078 | 0.048 | 0.081 | 0.052 | 0.050 | 0.070 | 0.000 | 0.997 | 1.000 | 0.000 |
| fiscal_year | 0.929 | 0.123 | 0.191 | 0.140 | 0.113 | 0.136 | 0.054 | 0.189 | 0.141 | 0.126 | 0.142 | 0.057 | 0.115 | 0.138 | 0.098 | 0.108 | 0.182 | 0.000 | 0.000 | 0.000 | 1.000 |
| id | month | fuel_type_petrol | fuel_type_diesel | fuel_type_electric | fuel_type_others | vehicleClass_MotorCycle | vehicleClass_MotorCar | vehicleClass_AutoRickshaw | vehicleClass_Agriculture | vehicleClass_others | seatCapacity_1_to_3 | seatCapacity_4_to_6 | seatCapacity_above_6 | brand_new_vehicles | pre_owned_vehicles | category_non_transport | category_transport | district | mmm | quarter | fiscal_year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2019-04-01 | 17910 | 3011 | 76 | 22 | 15308 | 4429 | 0 | 4 | 1278 | 16110 | 4182 | 717 | 19542 | 1477 | 19856 | 1163 | Rangareddy | Apr | Q1 | 2019 |
| 1 | 2 | 2019-04-01 | 3066 | 306 | 6 | 0 | 2995 | 142 | 49 | 64 | 128 | 3156 | 189 | 33 | 3322 | 56 | 3203 | 175 | Kamareddy | Apr | Q1 | 2019 |
| 2 | 3 | 2019-04-01 | 1577 | 215 | 0 | 0 | 1546 | 79 | 29 | 21 | 117 | 1683 | 104 | 5 | 1751 | 41 | 1648 | 144 | Rajanna Sircilla | Apr | Q1 | 2019 |
| 3 | 4 | 2019-04-01 | 1961 | 281 | 2 | 0 | 1939 | 72 | 72 | 48 | 113 | 2082 | 146 | 16 | 2209 | 35 | 2075 | 169 | Jangoan | Apr | Q1 | 2019 |
| 4 | 5 | 2019-04-01 | 1552 | 309 | 0 | 0 | 1512 | 76 | 69 | 109 | 95 | 1696 | 145 | 20 | 1820 | 41 | 1701 | 160 | Jayashankar Bhupalpally | Apr | Q1 | 2019 |
| 5 | 6 | 2019-04-01 | 4550 | 660 | 0 | 0 | 4431 | 264 | 193 | 84 | 238 | 4714 | 450 | 44 | 5104 | 106 | 4802 | 408 | Mahabubnagar | Apr | Q1 | 2019 |
| 6 | 7 | 2019-04-01 | 3112 | 496 | 0 | 0 | 3038 | 233 | 70 | 72 | 195 | 3276 | 279 | 53 | 3470 | 138 | 3353 | 255 | Siddipet | Apr | Q1 | 2019 |
| 7 | 8 | 2019-04-01 | 2200 | 496 | 0 | 0 | 2160 | 110 | 74 | 162 | 190 | 2483 | 194 | 19 | 2645 | 51 | 2440 | 256 | Nagarkurnool | Apr | Q1 | 2019 |
| 8 | 9 | 2019-04-01 | 1736 | 263 | 2 | 9 | 1678 | 121 | 55 | 70 | 86 | 1806 | 173 | 31 | 1980 | 30 | 1879 | 131 | Nirmal | Apr | Q1 | 2019 |
| 9 | 10 | 2019-04-01 | 2033 | 173 | 0 | 0 | 2017 | 67 | 22 | 47 | 53 | 2111 | 87 | 8 | 2162 | 44 | 2134 | 72 | Jogulamba Gadwal | Apr | Q1 | 2019 |
| id | month | fuel_type_petrol | fuel_type_diesel | fuel_type_electric | fuel_type_others | vehicleClass_MotorCycle | vehicleClass_MotorCar | vehicleClass_AutoRickshaw | vehicleClass_Agriculture | vehicleClass_others | seatCapacity_1_to_3 | seatCapacity_4_to_6 | seatCapacity_above_6 | brand_new_vehicles | pre_owned_vehicles | category_non_transport | category_transport | district | mmm | quarter | fiscal_year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1430 | 1431 | 2023-03-01 | 1154 | 243 | 4 | 4 | 1105 | 61 | 56 | 34 | 149 | 1282 | 108 | 15 | 1348 | 57 | 1202 | 203 | Kumurambheem Asifabad | Mar | Q4 | 2022 |
| 1431 | 1432 | 2023-03-01 | 3044 | 444 | 316 | 42 | 2791 | 624 | 136 | 99 | 196 | 3032 | 722 | 92 | 3582 | 264 | 3526 | 320 | Nizamabad | Mar | Q4 | 2022 |
| 1432 | 1433 | 2023-03-01 | 1455 | 280 | 48 | 97 | 1255 | 277 | 112 | 75 | 161 | 1451 | 402 | 27 | 1758 | 122 | 1615 | 265 | Medak | Mar | Q4 | 2022 |
| 1433 | 1434 | 2023-03-01 | 5295 | 1004 | 491 | 679 | 4279 | 1677 | 667 | 124 | 724 | 4883 | 2248 | 322 | 6648 | 823 | 6110 | 1361 | Sangareddy | Mar | Q4 | 2022 |
| 1434 | 1435 | 2023-03-01 | 20794 | 2944 | 2144 | 302 | 17079 | 6724 | 31 | 23 | 2327 | 18622 | 6427 | 1051 | 22864 | 3320 | 23896 | 2288 | Medchal_Malkajgiri | Mar | Q4 | 2022 |
| 1435 | 1436 | 2023-03-01 | 24112 | 2169 | 2606 | 1848 | 21501 | 5792 | 1684 | 0 | 1758 | 22493 | 7139 | 1093 | 26285 | 4450 | 27421 | 3314 | Hyderabad | Mar | Q4 | 2022 |
| 1436 | 1437 | 2023-03-01 | 996 | 286 | 20 | 67 | 884 | 137 | 75 | 106 | 167 | 1123 | 219 | 27 | 1300 | 69 | 1129 | 240 | Wanaparthy | Mar | Q4 | 2022 |
| 1437 | 1438 | 2023-03-01 | 886 | 183 | 71 | 12 | 828 | 146 | 17 | 54 | 107 | 966 | 167 | 19 | 1060 | 92 | 1030 | 122 | Rajanna Sircilla | Mar | Q4 | 2022 |
| 1438 | 1439 | 2023-03-01 | 1659 | 472 | 39 | 97 | 1413 | 289 | 95 | 182 | 288 | 1829 | 391 | 47 | 2107 | 160 | 1889 | 378 | Yadadri Bhuvanagiri | Mar | Q4 | 2022 |
| 1439 | 1440 | 2023-03-01 | 1767 | 239 | 32 | 28 | 1532 | 251 | 65 | 58 | 160 | 1680 | 344 | 42 | 1954 | 112 | 1845 | 221 | Kamareddy | Mar | Q4 | 2022 |